Titlebook: Statistical Methods in Hydrology and Hydroclimatology; Rajib Maity Textbook 2022Latest edition The Editor(s) (if applicable) and The Autho

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書目名稱Statistical Methods in Hydrology and Hydroclimatology讀者反饋學(xué)科排名

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Basic Statistical Properties of Data,This chapter starts with some basic exploratory statistical properties from sample data. Concept of moment and expectation, moment generating and characteristic functions are considered afterwards. Different methods for parameter estimation build the foundation for many statistical inferences in the field of hydrology and hydroclimatology.

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https://doi.org/10.1007/978-981-16-5517-3Hydrology and Water Resources; Hydroclimatology; Statistical Methods; Stochastic Models; Climate Impacts

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978-981-16-5519-7The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor

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Textbook 2022Latest edition used in these fields, the book introduces the theory of copulas and its applications in this context. The purpose is to develop an understanding and illustrate the usefulness of the statistical techniques with detailed theory and numerous worked out examples. Apart from this, sample scripts based o

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Probability Distributions and Their Applications,ics, interpretation of the random variable, parameters, probability mass/density function, description, potential applications and illustrative examples. This order is expected to help the readers to understand the distribution and to develop the knowledge base for its further applications.

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Introduction,atology and hydroclimatology. Role of statistical methods in the context of inherent variability and uncertainty is discussed afterwards. Organization of the book is also presented at the end of this chapter.